SoK: The Pitfalls of Deep Reinforcement Learning for Cybersecurity

Shae McFadden, King's College London & The Alan Turing Institute & University College London; Myles Foley, The Alan Turing Institute & Devotion AI Labs; Elizabeth Bates, The Alan Turing Institute; Ilias Tsingenopoulos, KU Leuven; Sanyam Vyas, Cardiff University & The Alan Turing Institute; Vasilios Mavroudis, King's College London; Chris Hicks, The Alan Turing Institute; Fabio Pierazzi, University College London